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feat: Split utils method to allow customization by monkeypatchs

Aurélien Lubert requested to merge topic/default/split-methods into branch/default

This Merge Request split methods and add docstrings, using the Numpy Docstring Style.

I use this style cause easier to read and can be parsed with Sphinx.

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